Summary of Hyreal: Clustering Attributed Graph Via Hyper-complex Space Representation Learning, by Junyang Chen et al.
HyReaL: Clustering Attributed Graph via Hyper-Complex Space Representation Learningby Junyang Chen, Yang Lu, Mengke Li,…
Summary of Trajectory Representation Learning on Road Networks and Grids with Spatio-temporal Dynamics, by Stefan Schestakov and Simon Gottschalk
Trajectory Representation Learning on Road Networks and Grids with Spatio-Temporal Dynamicsby Stefan Schestakov, Simon GottschalkFirst…
Summary of Excon: Extreme Instance-based Contrastive Representation Learning Of Severely Imbalanced Multivariate Time Series For Solar Flare Prediction, by Onur Vural et al.
EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare…
Summary of Geomclip: Contrastive Geometry-text Pre-training For Molecules, by Teng Xiao et al.
GeomCLIP: Contrastive Geometry-Text Pre-training for Moleculesby Teng Xiao, Chao Cui, Huaisheng Zhu, Vasant G. HonavarFirst…
Summary of Multi-modal Self-supervised Learning For Surgical Feedback Effectiveness Assessment, by Arushi Gupta et al.
Multi-Modal Self-Supervised Learning for Surgical Feedback Effectiveness Assessmentby Arushi Gupta, Rafal Kocielnik, Jiayun Wang, Firdavs…
Summary of Learning From Graph-structured Data: Addressing Design Issues and Exploring Practical Applications in Graph Representation Learning, by Chenqing Hua
Learning From Graph-Structured Data: Addressing Design Issues and Exploring Practical Applications in Graph Representation Learningby…
Summary of Variational Graph Contrastive Learning, by Shifeng Xie and Jhony H. Giraldo
Variational Graph Contrastive Learningby Shifeng Xie, Jhony H. GiraldoFirst submitted to arxiv on: 11 Nov…
Summary of An Efficient Memory Module For Graph Few-shot Class-incremental Learning, by Dong Li et al.
An Efficient Memory Module for Graph Few-Shot Class-Incremental Learningby Dong Li, Aijia Zhang, Junqi Gao,…
Summary of Bridge: a Unified Framework to Knowledge Graph Completion Via Language Models and Knowledge Representation, by Qiao Qiao et al.
Bridge: A Unified Framework to Knowledge Graph Completion via Language Models and Knowledge Representationby Qiao…
Summary of Shedding Light on Problems with Hyperbolic Graph Learning, by Isay Katsman et al.
Shedding Light on Problems with Hyperbolic Graph Learningby Isay Katsman, Anna GilbertFirst submitted to arxiv…